Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Real-Time Event Processing for AI/ML with Numaflow // Sri Harsha Yayi // DE4AI
ML Fundamentals
Real-Time Event Processing for AI/ML with Numaflow // Sri Harsha Yayi // DE4AI
MLOps.community Intermediate 1y ago
How To Cut Your Data Infrastructure Costs in Half
ML Fundamentals
How To Cut Your Data Infrastructure Costs in Half
MLOps.community Intermediate 1y ago
The Best Data Science Course In Market
ML Fundamentals
The Best Data Science Course In Market
Krish Naik Intermediate 1y ago
Harris vs. Trump : A Data Scientist's Prediction (1 Month To Go)
ML Fundamentals
Harris vs. Trump : A Data Scientist's Prediction (1 Month To Go)
ritvikmath Intermediate 1y ago
How to Build a Career in Generative AI? #generativeai #careeringenerativeAI
ML Fundamentals ⚡ AI Lesson
How to Build a Career in Generative AI? #generativeai #careeringenerativeAI
Analytics Vidhya Intermediate 1y ago
Recommender Systems: Metrics, Trends, and Challenges | Machine Learning | Community Webinar
ML Fundamentals
Recommender Systems: Metrics, Trends, and Challenges | Machine Learning | Community Webinar
Data Science Dojo Intermediate 1y ago
West Virginia University: Discover the Master of Science in Software Engineering (MSSE)
ML Fundamentals
West Virginia University: Discover the Master of Science in Software Engineering (MSSE)
Coursera Intermediate 1y ago
New Way Now: Wayfair is driving e-commerce AI innovation with Google Cloud and Snorkel
ML Fundamentals
New Way Now: Wayfair is driving e-commerce AI innovation with Google Cloud and Snorkel
Google Cloud Intermediate 1y ago
Building Scientific Computing Infrastructure Software with the PyTorch Ecosystem - Bharath Ramsundar
ML Fundamentals
Building Scientific Computing Infrastructure Software with the PyTorch Ecosystem - Bharath Ramsundar
PyTorch Intermediate 1y ago
Lightning Talk: In-Transit Machine Learning Using PyTorch on Frontier Exascale System- Vineeth Gutta
ML Fundamentals ⚡ AI Lesson
Lightning Talk: In-Transit Machine Learning Using PyTorch on Frontier Exascale System- Vineeth Gutta
PyTorch Intermediate 1y ago
How Modal Labs is creating seamless ML developer experiences
ML Fundamentals
How Modal Labs is creating seamless ML developer experiences
Weights & Biases Intermediate 1y ago
End-to-End Machine Learning Project – AI, MLOps
ML Fundamentals ⚡ AI Lesson
End-to-End Machine Learning Project – AI, MLOps
freeCodeCamp.org Intermediate 1y ago
The Perfect Resume for Data Science & Machine Learning Jobs - Part 1 | Interview Accelerator Course
ML Fundamentals ⚡ AI Lesson
The Perfect Resume for Data Science & Machine Learning Jobs - Part 1 | Interview Accelerator Course
Sahil Vohra Intermediate 1y ago
Outerbounds Apps - Streamlit and FastAPI behind an auth wall [no sound]
ML Fundamentals ⚡ AI Lesson
Outerbounds Apps - Streamlit and FastAPI behind an auth wall [no sound]
Outerbounds Intermediate 1y ago
Webinar: Ace your finance application
ML Fundamentals ⚡ AI Lesson
Webinar: Ace your finance application
Saïd Business School, University of Oxford Intermediate 1y ago
Data Science Bootcamp Information Session
ML Fundamentals
Data Science Bootcamp Information Session
Data Science Dojo Intermediate 1y ago
How much statistics is needed for a data analyst role?
ML Fundamentals
How much statistics is needed for a data analyst role?
codebasics Intermediate 1y ago
What Inspired You to Become a Developer? 👨‍💻 👩‍💻 ✨ Minecraft too?
ML Fundamentals
What Inspired You to Become a Developer? 👨‍💻 👩‍💻 ✨ Minecraft too?
NVIDIA Developer Intermediate 1y ago
“AI is cool, but 98% of the Human Brain is unknown” - Artem Kirsanov
ML Fundamentals ⚡ AI Lesson
“AI is cool, but 98% of the Human Brain is unknown” - Artem Kirsanov
David Ondrej Intermediate 1y ago
Data Science Roadmap 2024.
ML Fundamentals
Data Science Roadmap 2024.
codebasics Intermediate 1y ago
Breaking free from the dial-up era of AI inference
ML Fundamentals
Breaking free from the dial-up era of AI inference
Weights & Biases Intermediate 1y ago
Developers Won’t Code Anymore ❓
ML Fundamentals ⚡ AI Lesson
Developers Won’t Code Anymore ❓
Analytics Vidhya Intermediate 1y ago
Mathematics-Basics To Advanced For Data Science And Machine Learning Course
ML Fundamentals
Mathematics-Basics To Advanced For Data Science And Machine Learning Course
Krish Naik Intermediate 1y ago
Harris vs. Trump : A Data Scientist's Prediction (3 Months To Go)
ML Fundamentals ⚡ AI Lesson
Harris vs. Trump : A Data Scientist's Prediction (3 Months To Go)
ritvikmath Intermediate 1y ago
Image Classification CNN in PyTorch
ML Fundamentals ⚡ AI Lesson
Image Classification CNN in PyTorch
NeuralNine Intermediate 1y ago
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 4
ML Fundamentals ⚡ AI Lesson
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 4
Saïd Business School, University of Oxford Intermediate 1y ago
#225 The Full Stack Data Scientist | Savin Goyal, Co-Founder & CTO at Outerbounds
ML Fundamentals ⚡ AI Lesson
#225 The Full Stack Data Scientist | Savin Goyal, Co-Founder & CTO at Outerbounds
DataCamp Intermediate 1y ago
I completed Andrej Karpathy’s AI challenge (advanced)
ML Fundamentals
I completed Andrej Karpathy’s AI challenge (advanced)
David Ondrej Intermediate 1y ago
How to fine-tune a model using LoRA (step by step)
ML Fundamentals ⚡ AI Lesson
How to fine-tune a model using LoRA (step by step)
Underfitted Intermediate 1y ago
How to run Python Code in Mojo 🔥
ML Fundamentals
How to run Python Code in Mojo 🔥
Underfitted Intermediate 1y ago
Security, privacy, and governance considerations for using AI at scale
ML Fundamentals ⚡ AI Lesson
Security, privacy, and governance considerations for using AI at scale
Google Cloud Tech Intermediate 1y ago
Custom Machine Learning Models in Python with Scikit-Learn
ML Fundamentals ⚡ AI Lesson
Custom Machine Learning Models in Python with Scikit-Learn
NeuralNine Intermediate 1y ago
Centralized or Decentralized ML Platform? // Jelmer Borst and Daniela Solis // MLOps Podcast #267
ML Fundamentals
Centralized or Decentralized ML Platform? // Jelmer Borst and Daniela Solis // MLOps Podcast #267
MLOps.community Intermediate 1y ago
Building PyTorch Computer Vision Algorithms for 100 Skin Shades - Emmanuel Acheampong, roboMUA
ML Fundamentals
Building PyTorch Computer Vision Algorithms for 100 Skin Shades - Emmanuel Acheampong, roboMUA
PyTorch Intermediate 1y ago
Critical Importance of Vulnerability Scanning in Software Development // Harcharan Kabbay // shorts
ML Fundamentals
Critical Importance of Vulnerability Scanning in Software Development // Harcharan Kabbay // shorts
MLOps.community Intermediate 1y ago
Number of Projects on a Data Analyst Resume.
ML Fundamentals
Number of Projects on a Data Analyst Resume.
codebasics Intermediate 1y ago
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
ML Fundamentals ⚡ AI Lesson
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
MLOps.community Intermediate 1y ago
How many projects do you need to have on your resume?
ML Fundamentals ⚡ AI Lesson
How many projects do you need to have on your resume?
codebasics Intermediate 1y ago
Is Data Science a good career?
ML Fundamentals
Is Data Science a good career?
codebasics Intermediate 1y ago
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 3
ML Fundamentals
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 3
Saïd Business School, University of Oxford Intermediate 1y ago
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 2
ML Fundamentals
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 2
Saïd Business School, University of Oxford Intermediate 1y ago
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 1
ML Fundamentals
Oxford University Centre for Business Taxation Summer Conference 2024 - Session 1
Saïd Business School, University of Oxford Intermediate 1y ago
The eureka moment for AI in legal
ML Fundamentals
The eureka moment for AI in legal
Weights & Biases Intermediate 1y ago
Data Science Roadmap 2024
ML Fundamentals
Data Science Roadmap 2024
codebasics Intermediate 1y ago
Trump vs. Biden : A Data Scientist's Prediction (4 Months To Go)
ML Fundamentals
Trump vs. Biden : A Data Scientist's Prediction (4 Months To Go)
ritvikmath Intermediate 1y ago
Delivering scalable AI infrastructure at Lambda Labs
ML Fundamentals
Delivering scalable AI infrastructure at Lambda Labs
Weights & Biases Intermediate 1y ago
Building a Neobank: A Journey of Innovation and Leadership | Leading with Data 41
ML Fundamentals
Building a Neobank: A Journey of Innovation and Leadership | Leading with Data 41
Analytics Vidhya Intermediate 1y ago
Interrupted Time Series : Data Science Concepts
ML Fundamentals ⚡ AI Lesson
Interrupted Time Series : Data Science Concepts
ritvikmath Intermediate 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Deploying Machine Learning Models
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Self-paced
Deploying Machine Learning Models
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An Introduction to Practical Deep Learning
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Self-paced
An Introduction to Practical Deep Learning
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Prediction and Control with Function Approximation
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Self-paced
Prediction and Control with Function Approximation
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Cluster Analysis and Unsupervised Machine Learning in Python
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Self-paced
Cluster Analysis and Unsupervised Machine Learning in Python
Opens on Coursera ↗
Linear Regression with R: Build & Optimize
📚 Coursera Course ↗
Self-paced
Linear Regression with R: Build & Optimize
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Secure AI Systems Across Lifecycle Stages
📚 Coursera Course ↗
Self-paced
Secure AI Systems Across Lifecycle Stages
Opens on Coursera ↗